Scientific Data (Jun 2024)

Resource demands in telco data centers

  • Dimitra Paranou,
  • Angelos Pentelas,
  • George Doukas,
  • Konstantinos Chondralis,
  • Dimitris Katsiros,
  • Evangelos Angelou,
  • Nikos Anastopoulos,
  • Giorgos Giannopoulos,
  • George Papastefanatos

DOI
https://doi.org/10.1038/s41597-024-03493-9
Journal volume & issue
Vol. 11, no. 1
pp. 1 – 8

Abstract

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Abstract Telecommunication (telco) cloud services have emerged as crucial components in the modern digital landscape, offering extensive capabilities for data management, connectivity, and service provision. However, research on telco clouds lacks comprehensive data on the characteristics of production workloads, which is fundamental for designing effective resource management systems, such as workload schedulers and power management mechanisms. To this end, this paper addresses a substantial gap in telco cloud research by creating a comprehensive dataset that encapsulates crucial information regarding the pattern demands of applications within telco data centers. In addition, the proposed dataset contributes to the field by enabling strategic network configuration, optimizing data center sizing, facilitating proactive decision-making for data center operations, but its applicability extends beyond these cases. These examples illustrate the practical value of the dataset in enhancing efficiency, reducing operational costs, and ensuring optimal performance within telecommunication data centers.